Table 5.
Best model* | Testing balanced accuracy (%) | CV consistency † | p ‡ | p § |
---|---|---|---|---|
rs1485175 | 52.62 | 10/10 | 0.6230 | 0.135 |
rs1485175, rs9877154 | 50.89 | 4/10 | 0.3770 | 0.141 |
rs11920109, rs1485175, rs9826579 | 53.55 | 9/10 | 0.0547 | 0.037 |
rs11920109, rs1485175, rs9819783, rs9826579 | 51.09 | 7/10 | 0.6230 | 0.126 |
rs11920109, rs1485175, rs9819783, rs9826579, rs9877154 | 50.59 | 10/10 | 0.6230 | 0.403 |
The analysis of the interaction of the 5 selected SNPs in GRM7
*CNE, height, smoking, drinking, hypertension are adjusted
†CV consistency means cross-validation consistency
‡Based on sign test
§Based on permutation test